SIMD, GPU, FPGA and ASIC stuff for ML. I wrote the original PyTorch GPU tensor library and the GPU half of the Faiss library.
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Facebook AI Research
- Los Angeles, CA
- https://ai.facebook.com/people/jeff-johnson
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facebookresearch/deepfloat Public
An exploration of log domain "alternative floating point" for hardware ML/AI accelerators.
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facebookresearch/faiss Public
A library for efficient similarity search and clustering of dense vectors.
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pytorch/pytorch Public
Tensors and Dynamic neural networks in Python with strong GPU acceleration
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facebookresearch/dietgpu Public
GPU implementation of a fast generalized ANS (asymmetric numeral system) entropy encoder and decoder, with extensions for lossless compression of numerical and other data types in HPC/ML applications.
32 contributions in the last year
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